t

ai.h2o.sparkling.ml.params

H2OCommonUnsupervisedParams

trait H2OCommonUnsupervisedParams extends H2OCommonParams

This trait contains parameters that are shared across all unsupervised algorithms.

Linear Supertypes
H2OCommonParams, H2OMOJOAlgoSharedParams, Logging, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2OKMeans, H2OUnsupervisedAlgorithm, H2OAlgoUnsupervisedParams, H2OKMeansParams
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. H2OCommonUnsupervisedParams
  2. H2OCommonParams
  3. H2OMOJOAlgoSharedParams
  4. Logging
  5. Logging
  6. Params
  7. Serializable
  8. Serializable
  9. Identifiable
  10. AnyRef
  11. Any
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Visibility
  1. Public
  2. All

Abstract Value Members

  1. abstract def copy(extra: ParamMap): Params
    Definition Classes
    Params
  2. abstract val uid: String
    Definition Classes
    Identifiable

Concrete Value Members

  1. final def !=(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  2. final def ##(): Int
    Definition Classes
    AnyRef → Any
  3. final def $[T](param: Param[T]): T
    Attributes
    protected
    Definition Classes
    Params
  4. final def ==(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  5. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  6. final def clear(param: Param[_]): H2OCommonUnsupervisedParams.this.type
    Definition Classes
    Params
  7. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  8. final val columnsToCategorical: StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  9. final val convertInvalidNumbersToNa: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  10. final val convertUnknownCategoricalLevelsToNa: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  11. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  12. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  13. final val detailedPredictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  14. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  15. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  16. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  17. def explainParams(): String
    Definition Classes
    Params
  18. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  19. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  20. final val featuresCols: StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  21. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  22. final val foldCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  23. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  24. def getAllStringColumnsToCategorical(): Boolean
    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )
  25. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  26. def getColumnsToCategorical(): Array[String]
    Definition Classes
    H2OCommonParams
  27. def getConvertInvalidNumbersToNa(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  28. def getConvertUnknownCategoricalLevelsToNa(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  29. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  30. def getDetailedPredictionCol(): String
    Definition Classes
    H2OMOJOAlgoSharedParams
  31. def getExcludedCols(): Seq[String]
    Attributes
    protected
    Definition Classes
    H2OCommonUnsupervisedParams → H2OCommonParams
  32. def getFeaturesCols(): Array[String]
    Definition Classes
    H2OCommonParams → H2OMOJOAlgoSharedParams
  33. def getFoldCol(): String
    Definition Classes
    H2OCommonParams
  34. def getNamedMojoOutputColumns(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  35. def getNfolds(): Int
    Definition Classes
    H2OCommonParams
  36. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  37. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  38. def getPredictionCol(): String
    Definition Classes
    H2OMOJOAlgoSharedParams
  39. def getSeed(): Long
    Definition Classes
    H2OCommonParams
  40. def getSplitRatio(): Double
    Definition Classes
    H2OCommonParams
  41. def getWeightCol(): String
    Definition Classes
    H2OCommonParams
  42. def getWithContributions(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  43. def getWithLeafNodeAssignments(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  44. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  45. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  46. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  47. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  48. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  49. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  50. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  51. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  52. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  53. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  54. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  55. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  56. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  57. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  58. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  59. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  60. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  61. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  62. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  63. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  64. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  65. final val namedMojoOutputColumns: Param[Boolean]
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  66. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  67. final val nfolds: IntParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  68. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  69. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  70. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  71. final val predictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  72. final val seed: LongParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  73. final def set(paramPair: ParamPair[_]): H2OCommonUnsupervisedParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  74. final def set(param: String, value: Any): H2OCommonUnsupervisedParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  75. final def set[T](param: Param[T], value: T): H2OCommonUnsupervisedParams.this.type
    Definition Classes
    Params
  76. def setAllStringColumnsToCategorical(value: Boolean): H2OCommonUnsupervisedParams.this.type
    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$4 , x$3 )
  77. def setColumnsToCategorical(columnNames: ArrayList[String]): H2OCommonUnsupervisedParams.this.type
    Definition Classes
    H2OCommonParams
  78. def setColumnsToCategorical(columns: Array[String]): H2OCommonUnsupervisedParams.this.type
    Definition Classes
    H2OCommonParams
  79. def setColumnsToCategorical(first: String, others: String*): H2OCommonUnsupervisedParams.this.type
    Definition Classes
    H2OCommonParams
  80. def setConvertInvalidNumbersToNa(value: Boolean): H2OCommonUnsupervisedParams.this.type
    Definition Classes
    H2OCommonParams
  81. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OCommonUnsupervisedParams.this.type
    Definition Classes
    H2OCommonParams
  82. final def setDefault(paramPairs: ParamPair[_]*): H2OCommonUnsupervisedParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  83. final def setDefault[T](param: Param[T], value: T): H2OCommonUnsupervisedParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  84. def setDetailedPredictionCol(columnName: String): H2OCommonUnsupervisedParams.this.type
    Definition Classes
    H2OCommonParams
  85. def setFeaturesCol(first: String): H2OCommonUnsupervisedParams.this.type
    Definition Classes
    H2OCommonParams
  86. def setFeaturesCols(columnNames: ArrayList[String]): H2OCommonUnsupervisedParams.this.type
    Definition Classes
    H2OCommonParams
  87. def setFeaturesCols(columnNames: Array[String]): H2OCommonUnsupervisedParams.this.type
    Definition Classes
    H2OCommonParams
  88. def setFeaturesCols(first: String, others: String*): H2OCommonUnsupervisedParams.this.type
    Definition Classes
    H2OCommonParams
  89. def setFoldCol(columnName: String): H2OCommonUnsupervisedParams.this.type
    Definition Classes
    H2OCommonParams
  90. def setNamedMojoOutputColumns(value: Boolean): H2OCommonUnsupervisedParams.this.type
    Definition Classes
    H2OCommonParams
  91. def setNfolds(value: Int): H2OCommonUnsupervisedParams.this.type
    Definition Classes
    H2OCommonParams
  92. def setPredictionCol(columnName: String): H2OCommonUnsupervisedParams.this.type
    Definition Classes
    H2OCommonParams
  93. def setSeed(value: Long): H2OCommonUnsupervisedParams.this.type
    Definition Classes
    H2OCommonParams
  94. def setSplitRatio(ratio: Double): H2OCommonUnsupervisedParams.this.type
    Definition Classes
    H2OCommonParams
  95. def setWeightCol(columnName: String): H2OCommonUnsupervisedParams.this.type
    Definition Classes
    H2OCommonParams
  96. def setWithContributions(enabled: Boolean): H2OCommonUnsupervisedParams.this.type
    Definition Classes
    H2OCommonParams
  97. def setWithDetailedPredictionCol(enabled: Boolean): H2OCommonUnsupervisedParams.this.type
    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$6 , x$5 )
  98. def setWithLeafNodeAssignments(enabled: Boolean): H2OCommonUnsupervisedParams.this.type
    Definition Classes
    H2OCommonParams
  99. final val splitRatio: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  100. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  101. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  102. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  103. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  104. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  105. final val weightCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  106. final val withContributions: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  107. final val withDetailedPredictionCol: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  108. final val withLeafNodeAssignments: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

Deprecated Value Members

  1. def getWithDetailedPredictionCol(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
    Annotations
    @deprecated
    Deprecated

    (Since version )

Inherited from H2OCommonParams

Inherited from H2OMOJOAlgoSharedParams

Inherited from Logging

Inherited from Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped